Author

Mingming Liu

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Preprint Jul 2026

HiLLTS: Zero-Shot Hierarchical LLM-Guided Traffic Signal Control for Sustainable Transportation

HiLLTS, an LLM-guided traffic signal control framework that employs a hierarchical three-layer architecture consisting of a central coordination agent, a district layer and multiple cluster-level intersection agents, is proposed.

Yue Ding, Tendai Mukande, Mingming Liu · 0 citations